Two-dimensional CNN-based distinction of human emotions from EEG channels selected by Multi-Objective evolutionary algorithm

This repository is part of the Multi-objective optimization approach for channel selection tested in the DEAP dataset and published in Scientific reports:

@article{moctezuma2022Two-dim,
  title={Two-dimensional CNN-based distinction of human emotions from EEG channels selected by Multi-Objective evolutionary algorithm},
  author={Moctezuma, Luis Alfredo and Abe, Takashi and Molinas, Marta},
  journal={Scientific Reports},
  volume={12},
  number={1},
  pages={1--15},
  year={2022},
  publisher={Nature Publishing Group}
}

Contact: luisalfredomoctezuma@gmail.com

Requirements:

pip install -r requirements.txt

Author

• Luis Alfredo Moctezuma - Initial work - luisalfredomoctezuma